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1. TorchSpatiotemporal/tsl TorchSpatiotemporal/tsl Public

   tsl: a PyTorch library for processing spatiotemporal data.

   Python 274 26

2. Graph-Machine-Learning-Group/grin Graph-Machine-Learning-Group/grin Public

   Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

   Python 151 30

3. Graph-Machine-Learning-Group/spin Graph-Machine-Learning-Group/spin Public

   Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

   Python 49 8

4. Graph-Machine-Learning-Group/sgp Graph-Machine-Learning-Group/sgp Public

   Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

   Python 44 3

5. sparse-graph-learning sparse-graph-learning Public

   Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)

   Python 15 2

6. higp higp Public

   Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)

   Python 9